Machine Learning Certification Course in Chennai, India

Simplilearn’s Machine Learning course in Chennai will make you an expert in machine learning, a form of artificial intelligence that automates data analysis to enable computers to learn and adapt through experience to do specific tasks without explicit programming. You will master machine learning concepts and techniques including supervised and unsupervised learning, mathematical and heuristic aspects, and hands-on modeling to develop algorithms and prepare you for the role of Machine Learning Engineer.

Key features

MONEY BACK GUARANTEE

How this works :

At Simplilearn, we greatly value the trust of our patrons. Our courses are designed to deliver an effective learning experience, and have helped over half a million find their professional calling. But if you feel your course is not to your liking, we offer a 7-day money-back guarantee. Just send us a refund request within 7 days of purchase, and we will refund 100% of your payment, no questions asked!

For Self-Paced Learning :

Raise refund request within 7 days of purchase of course. Money back guarantee is void if the participant has accessed more than 25% content.

For Instructor Led Training :

Raise refund request within 7 days of commencement of the first batch you are eligible to attend. Money back guarantee is void if the participant has accessed more than 25% content of an e-learning course or has attended Online Classrooms for more than 1 day.

Course description

Why Machine Learning Certification Course?

Machine learning is taking over the world- and with that, there is a growing need among companies for professionals to know the ins and outs of machine learning

The machine learning market size is expected to grow from USD 1.03 Billion in 2016 to USD 8.81 Billion by 2022, at a Compound Annual Growth Rate (CAGR) of 44.1% during the forecast period

What are the objectives of our Machine Learning Certification Training course?

This Machine Learning online course will provide you with insights into the vital roles played by machine learning engineers and data scientists. Upon completion of this course, you will be able to uncover the hidden value in data using Python programming for futuristic inference. You will work with real-time data across multiple domains including e-commerce, automotive, social media and more. You will learn how to develop machine learning algorithms using concepts of regression, classification, time series modelling and much more.

What machine learning skills will you learn with this course?

By the end of this Machine Learning course, you will be able to accomplish the following:

Master the concepts of supervised, unsupervised and reinforcement learning concepts and modeling.

Gain practical mastery over principles, algorithms, and applications of machine learning through a hands-on approach which includes working on 28 projects and one capstone project.

Acquire thorough knowledge of the mathematical and heuristic aspects of machine learning.

Comprehend the theoretical concepts and how they relate to the practical aspects of machine learning.

Be able to model a wide variety of robust machine learning algorithms including deep learning, clustering, and recommendation systems

Who are the target audience for this course?

There is an increasing demand for skilled machine meaning engineers across all industries, making this Machine Learning certification course well-suited for participants at the intermediate level of experience. We recommend this Machine Learning training course for the following professionals in particular:

Developers aspiring to be a data scientist or machine learning engineer

Analytics professionals who want to work in machine learning or artificial intelligence

Graduates looking to build a career in data science and machine learning

Experienced professionals who would like to harness machine learning in their fields to get more insights

What projects are included in this Course?

Simplilearn's Machine Learning Training course is very hands-on and code-driven. The theoretical motivation and Mathematical problem formulation must be provided only when introducing concepts.

This course consists of one primary capstone project and 25+ ancillary exercises based on 17 machine learning algorithms.

Capstone Project Details:
Project Name: Predicting house prices in CaliforniaDescription: The project involves building a model that predicts median house values in Californian districts.You will be given metrics such as population, median income, median housing price and so on for each block group in California.Block groups are the smallest geographical unit for which the US Census Bureau publishes sample data (a lock group typically has a population of 600 to 3,000 people).The model you build should learn from this data and be able to predict the median housing price in any district.

Concept covered: Techniques of Machine Learning

Case Study 1: Predict whether consumers will buy houses or not, from the given dataset,

provided with their age and salary

Project 1: What issues do you see in the plot produced by the code in reference to the above problem statement?

Project 2: What are the approximate prices of the houses with areas 1700 and 1900?

Project 3: Review the training dataset (Excel file). Note that weight is missing for the fifth and eighth rows.What are the values computed by the imputer for these two missing rows?

Project 4: In the tutorial code, find the call to the Imputer class. Replace strategy parameter from “mean” to “median” and execute it again. What is the new value assigned to the blank fields Weight and Height for the two rows?

Project 5: In the code snippet given below in the tutorial, why does the array X have 5 columns instead of 3 columns as before?

Case Study 3: Demonstrate how to reduce data dimensions from 3D to 2D using the information provided

Project 6: What does the hyperplane shadow represent in the PCA output chart on random data?

Project 7: What is the reconstruction error after PCA transformation? Give interpretation.

Concept Covered: Regression

Case Study 4: Demonstrate how to reduce data dimensions from 3D to 2D using the information provided

Project 8: Modify the degree of the polynomial from Polynomial Features (degree = 1) to 1, 2, 3, and interpret the resulting regression plot. Specify if it is under fitted, right-fitted, or overfitted?

Project 9: Predict the insurance claims for age 70 with polynomial regression n with degree 2 and linear regression.

Project 10:In the code snippet given below in the tutorial, why does the array X have 5 columns instead of 3 columns as before?

Case Study 5: Predict insurance premium per year based on a person’s age using Decision Trees using the information provided in the dataset

Project 11: Modify the code to predict insurance claim values for anyone above the age of 55 in the given dataset.

Project 12: Modify the max_depth from 2 to 3 or 4, and observe the output.

Project 13: Modify the max_depth to 20, and observe the output

Project 14: What is the class prediction for petal_length = 3 cm and petal_width = 1 cm for the max_depth = 2?

Project 15: Explain the Decision Tree regression graphs produced when max_depths are 2 and 3. How many leaf nodes exist in the two cases? What does average value represent these two situations? Use the information provided

Project 16: Modify the regularization parameter min_sample_leaf from 10 to 6, and check the output of Decision Tree regression. What is the result and why?

Case Study 7: Predict insurance per year based on a person’s age using Random Forests.

Project 17: What is the output insurance value for individuals aged 60 and with n_estimators = 10?

Case Study 8: Demonstrate various regression techniques over a random dataset using the information provided in the dataset

Project 18: The program depicts a learning process when the values of the learning rate η are 0.02, 0.1, and 0.5. Give your interpretation of these charts?

Project 19: The program depicts the learning process when the values of the learning rate η are 0.02, 0.1, and 0.5. Try changing the values to 0.001, 0.25, and 0.9 and check the results? Provide interpretation.

Concept Covered: Classification

Case Study 9: Predict if the consumers will buy houses, given their age and salary. Use the information provided in the dataset

Project 20:Typically, the value of nearest_neighbors for testing class in KNN is 5. Modify the code to change the value of nearest_neighbours to 2 and 20, and note the observations.

Who provides the certificate and how long is it valid for?

Upon successful completion of this course, Simplilearn will provide you with an industry-recognized course completion certificate which has a lifelong validity.

How will i become Machine Learning Engineer?

To become a Machine Learning Engineer, you must fulfill both of the following criteria:

Building your Machine Learning Fundamentals,

Successfully complete machine learning certification course provided by Simplilearn, go for FTP ’s available after completion of training, or during the training which will be evaluated by the lead trainer.

Learn machine learning with R, Python, how to use machine learning using tensor flow framework

What are the Benefits of Taking Machine learning Certification Training Course from Simplilearn in Chennai?

Businesses and recruiters prefer marketing professionals with genuine knowledge, skills, and experience verified by a certification that is accepted across industries. Continuous learning for any working professional is not only important for keeping themselves up to date with the current market trends, but it also helps them expand their array of skill set and become more flexible in the workplace.

This Artificial Intelligence course will not only help learners stand out and polish their existing skillset in the marketing domain, but it will also help them take that necessary leap to bigger and more ambitious roles.

What is the Duration of Simplilearn's Machine Learning Course in Chennai?

Simplilearn’s machine learning course has two learning methodologies.

One is the Self-paced e-Learning methodology that has a validity of 180 days (6 months) where learners can work at their own pace through high-quality e-learning video modules.

The second methodology is the Online Classroom Flexi-Pass that has a validity of 180 days (6 months) of high-quality e-learning videos plus 90 days of access to 6+ instructor-led online training classes.

How Much does it Cost's for taking this Machine Learning Course in Chennai ?

How do I become a Machine Learning expert?

This course will give you a complete overview of Machine Learning methodologies, enough to prepare you to excel in your next role as a Machine Learning expert. You will earn Simplilearn’s Machine Learning certification that will attest to your new skills and on-the-job expertise. Get familiar with regression, classification, time series modelling, and clustering.

Course advisor

​Named by Onalytica as the No.1 influencer in AI & Machine Learning space, Mike serves as Head of Data Science for Uber ATG self-driving engineering team and as UC Berkeley data science faculty.

Vivek Singhal Co-Founder & Chief Data Scientist, CellStrat

Vivek is an entrepreneur and thought Leader in Artificial Intelligence and deep-tech industries. He is a leading data scientist and researcher with expertise in AI, Machine Learning, and Deep Learning.

Reviews

Ujjwal Seth Data Analyst at Hewlett Packard Enterprise, Chennai

I have completed Machine Learning certification recently from Simplilearn. It felt amused how I was able to this skill when I was finding it super-hard when learning through some of the other online platforms. No Doubt that I feel Simplilearn is the Best Online Platform for learning Computer Science Skills! The Online Lab access gives complete tech resources using which you can execute Computer code and don't need to install the software on your laptop. The whole system is both simplistic and 1uality wise absolutely to the point and makes the user experience simple and beautiful. The content of the course was interesting and it used a lot of real-life application which helped me to understand better. The customer support was very supportive and always ready to help us. In fact, they always assured that our problem will be solved and the response was quick. Hence, A curious mind should not miss a chance to enroll in his preferred course at Simplilearn.

Mahesh Gaonkar Software Engineer, Bangalore

Simplilearn is a great start for the beginner as well for the experienced person who wants to get into a data science job. Trainers are well experienced and we get more detailed ideas on the concepts and exercises. I could finish my Machine Learning advance course very easily with good project exercise.

Somil Gadhwal Application Engineer, Hyderabad

Simplilearn's course content is designed in a way that every session is closely connected to the next. There is no need to mug up the lessons. The instructors put thought into training and motivating students. I am really happy I joined the course.

Afrid Mondal Nagpur

The training was fantastic. Thank you for providing a great platform to learn.

Roveena Sebastian R & D Manager, Bangalore

It was a great learning experience. The hands-on assignments and the various resources provided by Simplilearn is excellent. The live sessions were simply awesome. The trainer was so successful in keeping the remote class active, covered all topics in such a short span and majorly ensured that the entire class was moving forward together in spite of the known time constraints. My special thanks to the trainer for his interest and dedication. Thanks once again to Simplilearn.

Happy Snehal Data Science Intern at ABB, Bangalore

My experience with Simplilearn has been amazing. This is the fifth course that I have done from here and all the courses provide the best quality knowledge. Machine Learning course content was wide and deep. It covered algorithms, Python programming, Mathematics, and Statistics. It also provided project support. My customer support experience has been fantastic as within seconds or minutes, I have been provided with solutions and all my issues have been resolved to my full satisfaction. The faculties are well educated, well experienced, humble, kind and eager to teach things.

Aditi Dalal Analyst (Data Analytics) at The Smart Cube, Noida

I have enrolled in Machine Learning from Simplilearn. The content of the course is elaborate and easy to understand. The faculty has clarity in his way of explaining, maintains a very good balance between theory and the practical process. It has been a great learning experience for me.

Siddhant Vibhute M.Tech Scholar at VJTI, Mumbai

Simplilearn provides a platform to explore the subject in depth. The way it connects every problem with the real world makes the subject even more interesting. The trainers and support staff act promptly to each query with every possible help. Machine Learning course is definitely one of my best experiences and is highly recommended for every data scientist aspirant.

Parichay Bose Solutions Architect at Ericsson, Mississauga

I have been taking multiple courses from Simplilearn including Big Data Hadoop, Machine Learning, MEAN Stack. Apart from awesome content and trainer, they have amazing support executive that makes me feel cared. The customer support is helpful and is always there whenever you need help. That is where other online training programs are lagging behind. Well done Simplilearn!

The Simplilearn learning experience was beyond my expectation. The professionalism with which the training was carried out is worth commending. I would readily recommend Simplilearn to anyone who wants to pursue a career through online learning. It's worth the money. Happy learning with Simplilearn!

FAQs

What is the average salary for a Machine Learning Engineer in Chennai?

According to Payscale and other top research firms like glassdoor, Machine Learning Engineers are earning an average of 8.5 lakhs per year in chennai. However, a machine learning professional with experience can earn up 18 lakhs per annum.It varies based on city, industry , total experience and more. Our Machine Learning Certification Training Enable professionals to request for hikes beyond the average salaries in the Markets or also increase earning potential then the avg salary.

What roles companies offer for machine learning professionals in Chennai?

Other roles within the AI & Machine Learning space available in Chennai are

Machine Learning Scientist

Data Scientist

What top companies are hiring machine learning experts in chennai?

According to Naukri and other top job portals multiple top employers are looking for expert machine learning professionals in chennai i.e. Amazon, HP, Rectras, Fidelity, Indix etc

What is Machine Learning?

Machine learning is nothing but an implementation of Artificial Intelligence that allows systems to simultaneously learn and improve from past experiences without the need of being explicitly programmed. It is a process of observing data patterns, collecting relevant information, and making effective decisions for a better future of any organization. Machine learning facilitates the analysis of huge quantities of data, usually delivering faster and accurate results to extract profitable benefits and opportunities.

How will the labs be conducted?

Simplilearn provides Integrated labs for all the hands-on and projects execution. The learners will be guided on all aspects, from deploying tools to executing hands-on exercises.

Is this live training, or will I watch pre-recorded videos?

If you enrol for self-paced e-learning, you will have access to pre-recorded videos. If you enrol for the online classroom Flexi Pass, you will have access to live training conducted online as well as the pre-recorded videos.

What if I miss a class?

Simplilearn provides recordings of each class so you can review them as needed before the next session. With Flexi-pass, Simplilearn gives you access to all classes for 90 days so that you have the flexibility to choose sessions as per your convenience.

Who are the instructors and how are they selected?

All of our highly qualified trainers are industry experts with years of relevant industry experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

What is Global Teaching Assistance?

Our teaching assistants are a dedicated team of subject matter experts here to help you get certified in your first attempt. They engage students proactively to ensure the course path is being followed and help you enrich your learning experience, from class onboarding to project mentoring and job assistance. Teaching Assistance is available during business hours.

What is online classroom training?

Online classroom training for Machine Learning Certification is conducted via online live streaming of each class. The classes are conducted by a Machine Learning certified trainer with more than 15 years of work and training experience.

What is covered under the 24/7 Support promise?

We offer 24/7 support through email, chat and telephone. We also have a dedicated team that provides on-demand assistance through our community forum. What’s more, you will have lifetime access to the community forum, even after completion of your course with us.

How do I enroll in this online training?

You can enroll in this training on our website and make an online payment using any of the following options:

Visa Credit or Debit Card

MasterCard

American Express

Diner’s Club

PayPal

Once payment is received you will automatically receive a payment receipt and access information via email.

If I need to cancel my enrollment, can I get a refund?

Yes, you can cancel your enrolment if necessary. We will refund the course price after deducting an administrative fee. To learn more, please read our Refund Policy.

Do you provide a money back guarantee for the training programs?

Yes. We do offer a money-back guarantee for many of our training programs. Refer to our Refund Policy and submit refund requests via our Help and Support portal.

Who can I contact to learn more about this Machine Learning course?

Please contact us using the form on the right of any page on the Simplilearn website, or select the Live Chat link. Our customer service representatives will be able to give you more details.

* Disclaimer

* The projects have been built leveraging real publicly available data-sets of the mentioned organizations.